Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9517685 0.9457364 0.9963003 0.9524488
bt 0.9281886 0.8798723 0.9763686 0.8906463
maxnet 0.6130761 0.7669920 0.7856987 0.5112844
gam NA NA NA 0.4486520
glm NA NA NA 0.4731222

Variable Importance